“Go to Paris. Learn to bake bread. Tell your son you love him.” The words blurred before David. His father, the man of few words, had written this, now. The irony burned. He'd spent his whole life craving those simple words of affection, and now, when it was too late, they were here, written on a piece of paper. David slammed his fist on the table, the old wood groaning in protest.

He wouldn’t go to Paris. He wouldn’t learn to bake bread. He wouldn’t. His gaze locked on the list, a bitter reminder. He snatched the paper from the desk, tore it in half, then again, and again, until the pieces were scattered like confetti.

Emotion: resentful

Cluster: Shame / Guilt
PC1 (Valence): -1.47 Negative
PC2 (Disposition): 1.50

Role in Research

This story is one of 1,000 stories generated for the emotion resentful. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 resentful stories, after denoising with neutral dialogue baselines, produces the resentful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the resentful vector is projected through the unembedding matrix.

Promoted:
S0.485
aggravated0.263
0.261
👎0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🤩-0.210